Packaging Python in 2022
Explore modern Python packaging trends, tools, and standards to simplify code sharing. Learn about setup.cfg, pyproject.toml, and setup.py to make informed choices for your projects.
Handling Errors the Graceful Way in Python
Learn effective exception handling strategies in Python to catch bugs early, improve code reliability, and become a more confident programmer.
When Models Query Models
Explore a framework for large-scale engineering systems using notebook-encapsulated models, Docker containers, and REST APIs. Learn about model querying and dependency management for efficient design optimization.
Multithreaded Python without the GIL
Explore the "nogil" project's efforts to remove Python's Global Interpreter Lock, enabling efficient multithreaded programming while maintaining compatibility and performance.
Unfolding the Paper Windmills
Demystify academic papers, understand Transformer architecture, and explore JAX ecosystem through hands-on implementation of "Attention is all you need" paper.
`typing.Protocol` - Type Hints as Guido Intended
Explore static duck typing with `typing.Protocol`, combining flexibility and type safety in Python. Learn its origins, benefits, and best practices from Go's experience.
Applying Machine Learning Capabilities to Wearable IoT Devices for Boxing Technique Management
Explore how machine learning algorithms on IoT devices can enhance boxing training using motion sensor data, from problem analysis to algorithm deployment on Arduino.
Czech Drought Monitoring System - A Journey from Manual Work to Global Drought Monitoring and Machine Learning, Powered by Python
Explore the journey of building a robust drought monitoring system using Python, geospatial tools, and data processing libraries for Czechia and Central Europe.
Classifying LEGO Bricks with Machine Learning
Explore the journey of creating a LEGO brick recognition application using Python, covering dataset creation, machine learning approaches, and practical insights for implementation.
LocalStack - Turbocharging Dev Loops and Team Collaboration for Cloud Applications
Optimize cloud development with LocalStack: a local AWS cloud stack for faster testing, debugging, and collaboration. Explore hands-on scenarios, integrations, and Python internals.
Python's Role in Unlocking the Secrets of the Universe with the James Webb Space Telescope
Explore how Python powers data processing for the James Webb Space Telescope, enabling groundbreaking discoveries about the Universe's origins, star formation, and exoplanets.
Python Packaging Automation - Auto-Publish to PyPI via Pull Requests
Streamline Python package releases with automated publishing to PyPI via pull requests, improving release frequency and empowering contributors to issue their own releases.
Working with Audio in Python - feat. Pedalboard
Explore digital audio processing in Python using Pedalboard, a powerful library that simplifies audio manipulation, file handling, and plugin integration for musicians and developers alike.
I Have to Confess, I Still Love Pandas
Discover the power of Pandas for data science workflows. Learn advantages, efficient usage techniques, and fundamental concepts to enhance your data manipulation skills.
HPy - A Better C API for Python
Explore HPy, a new C API for Python designed to improve performance, compatibility, and simplicity across implementations while enabling future CPython enhancements.
How We Are Supercharging F-Strings in Python 3.12
Discover the enhanced f-strings in Python 3.12, including their improved processing, new capabilities, and advantages for users and developers. Learn about the technical changes and implementation details.
Hitchhickers Guide to D&D
Explore graph algorithms through a D&D-inspired adventure, leveraging Pythonic capabilities to navigate mazes and maximize CPU performance in this unique programming journey.
Zero-Copy Zen - Boost Performance with Memory View
Explore zero-copy techniques in Python using memory view objects to optimize data transfer, minimize memory usage, and boost performance when working with large datasets, sockets, and memory profiling.
Threat to Life - Preventing Planned Murders with Python
Explore how Python-based deep learning models are used to detect life-threatening messages in intercepted communications, aiding law enforcement in preventing violent crimes and protecting potential victims.
The Future of Microprocessors
Explore microprocessor history, current state, and future prospects with insights on technological advancements, industry trends, and potential innovations in computing architecture.
Pydantic - Making Life Easier with Data Validation
Explore Pydantic's declarative syntax for simplified data validation in Python, ensuring accuracy and consistency in complex data structures while reducing errors and tedium.